AI & Society

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Apple sues OpenAI after ex-engineer allegedly used bug to steal trade secrets

Apple is gunning for OpenAI, demanding steep penalties after stumbling on a “rare” bug that temporarily allowed a poached employee that joined OpenAI to maintain access to confidential information on Apple servers for weeks after his termination. In a lawsuit filed Friday, Apple sought several injunctions blocking OpenAI from using confidential information allegedly stolen by

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How to Cut GenAI and Agent Token Spend Without Cutting Capability

The practical controls that reduce context, model calls, loops, and unit cost while preserving task quality. GenAI prototypes rarely fail a cost review because of one expensive prompt. They fail when that prompt becomes a workflow. A production agent may add system instructions, conversation history, memory, retrieved documents, tool definitions, tool results, reasoning, retries, validation

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Now, defenders are embracing the prompt injection, too

Prompt injections, the malicious commands attackers embed into content to entice LLMs to follow them, have been attackers’ go-to tool for turning AI platforms against their users. A well-phrased command sneaked into an email or calendar invitation is often all it takes to cause the LLM to exfiltrate sensitive data or follow other harmful actions.

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Simulating everything, sort of: The promise and limits of world models

Over the past few years, many of us have gotten a crash course in what we now call artificial intelligence—but really, it has mostly been a crash course in large language models. Increasingly, however, LLMs are no longer the only category of AI drawing high expectations, massive funding rounds, and significant research and product development.

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